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anuskagithub (anuskagithub) · GitHub

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anuskagithub/README.md

👩‍💻 Hello World! I'm Anuska Maity

Final Year CSE Student | ML, Cloud & Full Stack Enthusiast | IEEE Author

🧠 About Me

🎓 Final-year Computer Science Engineering student at KIIT University, Bhubaneswar
📍 From Kolkata, India
🧩 I love solving real-world problems through technology
📚 Currently exploring AWS, Data Analytics, and Full Stack Development
🌱 Strong believer in learning by doing and community-driven development

💼 Technical Skills

  • Languages: C, C++, Java, Python
  • Frameworks: Django
  • Data Science: Pandas, NumPy, Scikit-learn, Matplotlib, TensorFlow, Keras
  • Web Dev: HTML, CSS, JavaScript
  • Tools & Platforms: VSCode, Node.js, GitHub, UiPath Studio, PowerBI
  • Databases: MySQL, Oracle, SQL Server
  • Cloud & Architecture: AWS, Client-Server Architecture

🚀 Notable Projects

🧠 Fraud Detection using Mobile Transactions

Built ML models (Logistic Regression & XGBoost) to identify fraud from transactional data using Python
SMOTE was used for class imbalance, visualized with Matplotlib and evaluated using ROC-AUC

🧠 MRI Brain Tumor Segmentation

A deep learning system using CNN and Attention U-Net to classify and segment brain tumors from MRI images

🔐 Django-based Identity Verification Web App

Used Django, webcam image capture, and real-time validation to build a secure identity verification platform

🧳 Personal Expense Tracker

A cross-language personal finance tracker featuring a C++ CLI to log daily expenses and a Python (Dash & Plotly) dashboard for interactive monthly visualizations. Data is stored in CSV files, enabling persistent tracking and real-time insights through bar and pie charts.

🧳 Daily Travel Booking System

Developed an offline software for managing daily travel services and packages

Allows users to browse and book travel options, with curated destinations for easy selection Tech Stack: Python (Spyder - Anaconda), MySQL

🏆 Achievements

✨ Interests

  • 💃 Passionate stage performer and dancer
  • 📊 Data Visualization using Dash & Power BI
  • 🌍 Exploring Cloud Deployments with AWS

📈 GitHub Stats

🔗 Connect with Me

“Driven by code, defined by creativity.”

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  1. BrainTumourSegmentation BrainTumourSegmentation Public

    This project automates brain tumor segmentation from MRI scans using Convolutional Neural Networks (CNNs). It leverages the BraTS 2020 dataset with multimodal MRI images and tumor masks to train de…

    Jupyter Notebook 3

  2. FraudDetection_UsingMobileTransactions FraudDetection_UsingMobileTransactions Public

    This project focuses on building a ML-based fraud detection system to identify potentially fraudulent transactions in a financial dataset. Using exploratory data analysis (EDA), data preprocessing,…

    Jupyter Notebook 3

  3. Django_IndentityVerificationWebApp Django_IndentityVerificationWebApp Public

    The objective is to develop a web application that captures and stores high-quality facial images and soft biometric information of individuals. The system will include secure user registration and…

    JavaScript 3

  4. Travel_Booking_System Travel_Booking_System Public

    Daily Travel Management is a software where a user may search and apply for a travel service or package. The system provides the user with various popular travel destinations and choose his destina…

    Python 3

  5. FinanceTracker FinanceTracker Public

    A personal finance tracker using C++ for CLI-based expense logging and Python Dash for interactive monthly visualizations. Stores data in CSV format and displays spending insights via bar and pie c…

    C++ 2

  6. TravelDestinationLog TravelDestinationLog Public

    A simple and efficient RESTful API for managing travel destinations, with image uploads and visit tracking.

    HTML 2

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